UPSC CSE – SYLLABUS: GENERAL STUDIES-3- Awareness in the fields of IT, Space, Computers, robotics, nano-technology, bio-technology and issues relating to intellectual property rights.

ALGORITHM BIAS

Machine learning (ML) is a category of algorithm that allows software applications to become more accurate in predicting outcomes without being explicitly programmed. The basic premise of machine learning is to build algorithms that can receive input data and use statistical analysis to predict an output while updating outputs as new data becomes available.

Machine learning bias, also known as algorithm bias or AI bias, is a phenomenon that occurs when an algorithm produces results that are systematically prejudiced due to erroneous assumptions in the machine learning process.

Algorithm Bias:

Solution:

The way forward:

Source:”Indian Express”.

POSSIBLE UPSC MAINS EXAMINATION:

Explain Machine learning and Algorithm bias. What are the effective solutions in preventing this bias? Comment in specific with respect to India.